Eloïse Berthier

9
Documents

Publications

Publications

Time-Varying Gaussian Process Bandit Optimization with Experts: No-Regret in Logarithmically-Many Side Queries

Eliabelle Mauduit , Eloïse Berthier , Andrea Simonetto

Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2025, Sep 2025, Porto, Portugal. pp.164-182, ⟨10.1007/978-3-032-06096-9_10⟩

Communication dans un congrès hal-05329399v1
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On double descent in reinforcement learning with LSTD and random features

David Brellmann , Eloïse Berthier , David Filliat , Goran Frehse

ICLR 2024 - The Twelfth International Conference on Learning Representations, May 2024, Vienna, Austria

Communication dans un congrès hal-04628067v1
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Infinite-Dimensional Sums-of-Squares for Optimal Control

Eloïse Berthier , Justin Carpentier , Alessandro Rudi , Francis Bach

61st IEEE Conference on Decision and Control, IEEE, Dec 2022, Cancun, Mexico

Communication dans un congrès hal-03377120v1
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A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning

Eloïse Berthier , Ziad Kobeissi , Francis Bach

NeurIPS 2022 - Neural Information Processing Systems, Nov 2022, New Orleans (LA), United States

Communication dans un congrès hal-03672958v1
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Fast and Robust Stability Region Estimation for Nonlinear Dynamical Systems

Eloïse Berthier , Justin Carpentier , Francis Bach

European Control Conference (ECC) 2021, Jun 2021, Rotterdam, Netherlands

Communication dans un congrès hal-02984348v2